{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from collections import defaultdict\n",
    "import json\n",
    "import requests\n",
    "\n",
    "from IPython.display import Image\n",
    "import networkx as nx\n",
    "\n",
    "from py2cytoscape.util import from_networkx"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "#XXX\n",
    "def get_psiquic_uniprot(query, **kwargs):\n",
    "    kwargs['format'] = kwargs.get('format', 'tab27')\n",
    "    server = 'http://www.ebi.ac.uk/Tools/webservices/psicquic/uniprot/webservices/current/search/query'\n",
    "    req = requests.get('%s/%s' % (server, query), params=kwargs)\n",
    "    return req.content.decode('utf-8')  #XXX"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "genes_species = defaultdict(set)\n",
    "interactions = {}\n",
    "\n",
    "def get_gene_name(my_id, alt_names):\n",
    "    toks = alt_names.split('|')\n",
    "    for tok in toks:\n",
    "        if tok.endswith('(gene name)'):\n",
    "            return tok[tok.find(':') + 1: tok.find('(')]\n",
    "    return my_id + '?'  # no name...\n",
    "\n",
    "def get_vernacular_tax(tax):\n",
    "    return tax.split('|')[0][tax.find('(') + 1:-1]\n",
    "\n",
    "def add_interactions(species):\n",
    "    for rec in species.split('\\n'):\n",
    "        toks = rec.rstrip().split('\\t')\n",
    "        if len(toks) < 15:\n",
    "            continue  # empty line at the end\n",
    "        id1 = toks[0][toks[0].find(':') + 1:]\n",
    "        id2 = toks[1][toks[1].find(':') + 1:]\n",
    "        gene1, gene2 = get_gene_name(id1, toks[4]), get_gene_name(id2, toks[5])\n",
    "        #print(toks[6])\n",
    "\n",
    "        tax1, tax2 = get_vernacular_tax(toks[9]), get_vernacular_tax(toks[10])\n",
    "        inter_type = toks[11][toks[11].find('(') + 1:-1]\n",
    "        miscore = float(toks[14].split(':')[1])\n",
    "        genes_species[tax1].add(gene1)\n",
    "        genes_species[tax2].add(gene2)\n",
    "        interactions[((tax1, gene1), (tax2, gene2))] = {'score': miscore, 'type': inter_type}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "human = get_psiquic_uniprot('uniprotkb:P04637')\n",
    "add_interactions(human)\n",
    "rat = get_psiquic_uniprot('uniprotkb:P10361')\n",
    "add_interactions(rat)\n",
    "mouse = get_psiquic_uniprot('uniprotkb:P02340')\n",
    "add_interactions(mouse)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_node_id(species, gene):\n",
    "    if species == 'human':\n",
    "        return gene\n",
    "    elif species in ['mouse', 'rat']:\n",
    "        return '%s (%s)' % (gene, species[0])\n",
    "    else:\n",
    "        return  '%s (%s)' % (gene, species)\n",
    "\n",
    "graph = nx.Graph()\n",
    "for species, genes in genes_species.items():\n",
    "    #print(species)\n",
    "    for gene in genes:\n",
    "        name = get_node_id(species, gene)\n",
    "        #print(gene, name)\n",
    "        graph.add_node(get_node_id(species, gene),\n",
    "                       species=species, gene=gene)\n",
    "\n",
    "for (i1, i2), attribs in interactions.items():\n",
    "    tax1, gene1 = i1\n",
    "    tax2, gene2 = i2\n",
    "    graph.add_edge(get_node_id(tax1, gene1),\n",
    "                   get_node_id(tax2, gene2),\n",
    "                   interaction=attribs['type'],\n",
    "                   score=attribs['score'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#XXX\n",
    "server = 'http://localhost:1234/v1'\n",
    "\n",
    "p53_interactions = from_networkx(graph)\n",
    "p53_net = requests.post(server + '/networks', data=json.dumps(p53_interactions),\n",
    "                        headers={'Content-Type': 'application/json'})\n",
    "net_id = p53_net.json()['networkSUID']\n",
    "requests.get('%s/apply/layouts/circular/%d' % (server, net_id))\n",
    "requests.get('%s/apply/styles/Gradient1/%d' % (server, net_id))  #XXX\n",
    "Image('%s/networks/%d/views/first.png' % (server, net_id))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "b'[52]'\n"
     ]
    }
   ],
   "source": [
    "res = requests.get(server + '/networks',\n",
    "                     headers={'Content-Type': 'application/json'})\n",
    "print(res.content)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Curved', 'Directed', 'Universe', 'Solid', 'BioPAX', 'default black', 'Nested Network Style', 'Sample2', 'Marquee', 'BioPAX_SIF', 'Ripple', 'Gradient1', 'size_rank', 'default', 'Minimal', 'Sample3', 'Big Labels', 'Sample1']\n"
     ]
    }
   ],
   "source": [
    "res = requests.get(server + '/apply/styles',\n",
    "                     headers={'Content-Type': 'application/json'})\n",
    "print(res.json())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "    \"title\": \"default\",\n",
      "    \"defaults\": [\n",
      "        {\n",
      "            \"visualProperty\": \"COMPOUND_NODE_PADDING\",\n",
      "            \"value\": 10.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"COMPOUND_NODE_SHAPE\",\n",
      "            \"value\": \"ROUND_RECTANGLE\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"DING_RENDERING_ENGINE_ROOT\",\n",
      "            \"value\": \"org.cytoscape.view.presentation.property.NullVisualProperty$NullDataTypeImpl@232e05b8\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE\",\n",
      "            \"value\": \"DefaultVisualizableVisualProperty(id=EDGE, name=Edge Visual Property)\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_BEND\",\n",
      "            \"value\": \"\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_CURVED\",\n",
      "            \"value\": true\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_LABEL\",\n",
      "            \"value\": \"\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_LABEL_COLOR\",\n",
      "            \"value\": \"#000000\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_LABEL_FONT_FACE\",\n",
      "            \"value\": \"Dialog.plain,plain,10\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_LABEL_FONT_SIZE\",\n",
      "            \"value\": 10\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_LABEL_TRANSPARENCY\",\n",
      "            \"value\": 255\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_LABEL_WIDTH\",\n",
      "            \"value\": 200.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_LINE_TYPE\",\n",
      "            \"value\": \"SOLID\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_PAINT\",\n",
      "            \"value\": \"#323232\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_SELECTED\",\n",
      "            \"value\": false\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_SELECTED_PAINT\",\n",
      "            \"value\": \"#FF0000\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_SOURCE_ARROW_SELECTED_PAINT\",\n",
      "            \"value\": \"#FFFF00\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_SOURCE_ARROW_SHAPE\",\n",
      "            \"value\": \"NONE\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_SOURCE_ARROW_SIZE\",\n",
      "            \"value\": 6.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_SOURCE_ARROW_UNSELECTED_PAINT\",\n",
      "            \"value\": \"#000000\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_STROKE_SELECTED_PAINT\",\n",
      "            \"value\": \"#FF0000\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_STROKE_UNSELECTED_PAINT\",\n",
      "            \"value\": \"#848484\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_TARGET_ARROW_SELECTED_PAINT\",\n",
      "            \"value\": \"#FFFF00\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_TARGET_ARROW_SHAPE\",\n",
      "            \"value\": \"NONE\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_TARGET_ARROW_SIZE\",\n",
      "            \"value\": 6.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_TARGET_ARROW_UNSELECTED_PAINT\",\n",
      "            \"value\": \"#000000\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_TOOLTIP\",\n",
      "            \"value\": \"\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_TRANSPARENCY\",\n",
      "            \"value\": 255\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_UNSELECTED_PAINT\",\n",
      "            \"value\": \"#404040\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_VISIBLE\",\n",
      "            \"value\": true\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"EDGE_WIDTH\",\n",
      "            \"value\": 2.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NETWORK\",\n",
      "            \"value\": \"DefaultVisualizableVisualProperty(id=NETWORK, name=Network Visual Property)\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NETWORK_BACKGROUND_PAINT\",\n",
      "            \"value\": \"#FFFFFF\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NETWORK_CENTER_X_LOCATION\",\n",
      "            \"value\": 0.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NETWORK_CENTER_Y_LOCATION\",\n",
      "            \"value\": 0.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NETWORK_CENTER_Z_LOCATION\",\n",
      "            \"value\": 0.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NETWORK_DEPTH\",\n",
      "            \"value\": 0.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NETWORK_EDGE_SELECTION\",\n",
      "            \"value\": true\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NETWORK_HEIGHT\",\n",
      "            \"value\": 400.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NETWORK_NODE_SELECTION\",\n",
      "            \"value\": true\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NETWORK_SCALE_FACTOR\",\n",
      "            \"value\": 1.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NETWORK_SIZE\",\n",
      "            \"value\": 550.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NETWORK_TITLE\",\n",
      "            \"value\": \"\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NETWORK_WIDTH\",\n",
      "            \"value\": 550.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE\",\n",
      "            \"value\": \"DefaultVisualizableVisualProperty(id=NODE, name=Node Visual Property)\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_BORDER_PAINT\",\n",
      "            \"value\": \"#CCCCCC\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_BORDER_STROKE\",\n",
      "            \"value\": \"SOLID\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_BORDER_TRANSPARENCY\",\n",
      "            \"value\": 255\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_BORDER_WIDTH\",\n",
      "            \"value\": 0.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_1\",\n",
      "            \"value\": \"org.cytoscape.ding.customgraphics.NullCustomGraphics,0,[ Remove Graphics ],\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_2\",\n",
      "            \"value\": \"org.cytoscape.ding.customgraphics.NullCustomGraphics,0,[ Remove Graphics ],\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_3\",\n",
      "            \"value\": \"org.cytoscape.ding.customgraphics.NullCustomGraphics,0,[ Remove Graphics ],\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_4\",\n",
      "            \"value\": \"org.cytoscape.ding.customgraphics.NullCustomGraphics,0,[ Remove Graphics ],\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_5\",\n",
      "            \"value\": \"org.cytoscape.ding.customgraphics.NullCustomGraphics,0,[ Remove Graphics ],\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_6\",\n",
      "            \"value\": \"org.cytoscape.ding.customgraphics.NullCustomGraphics,0,[ Remove Graphics ],\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_7\",\n",
      "            \"value\": \"org.cytoscape.ding.customgraphics.NullCustomGraphics,0,[ Remove Graphics ],\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_8\",\n",
      "            \"value\": \"org.cytoscape.ding.customgraphics.NullCustomGraphics,0,[ Remove Graphics ],\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_9\",\n",
      "            \"value\": \"org.cytoscape.ding.customgraphics.NullCustomGraphics,0,[ Remove Graphics ],\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_POSITION_1\",\n",
      "            \"value\": \"C,C,c,0.00,0.00\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_POSITION_2\",\n",
      "            \"value\": \"C,C,c,0.00,0.00\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_POSITION_3\",\n",
      "            \"value\": \"C,C,c,0.00,0.00\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_POSITION_4\",\n",
      "            \"value\": \"C,C,c,0.00,0.00\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_POSITION_5\",\n",
      "            \"value\": \"C,C,c,0.00,0.00\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_POSITION_6\",\n",
      "            \"value\": \"C,C,c,0.00,0.00\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_POSITION_7\",\n",
      "            \"value\": \"C,C,c,0.00,0.00\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_POSITION_8\",\n",
      "            \"value\": \"C,C,c,0.00,0.00\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_POSITION_9\",\n",
      "            \"value\": \"C,C,c,0.00,0.00\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_SIZE_1\",\n",
      "            \"value\": 50.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_SIZE_2\",\n",
      "            \"value\": 50.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_SIZE_3\",\n",
      "            \"value\": 50.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_SIZE_4\",\n",
      "            \"value\": 50.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_SIZE_5\",\n",
      "            \"value\": 50.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_SIZE_6\",\n",
      "            \"value\": 50.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_SIZE_7\",\n",
      "            \"value\": 50.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_SIZE_8\",\n",
      "            \"value\": 50.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMGRAPHICS_SIZE_9\",\n",
      "            \"value\": 50.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMPAINT_1\",\n",
      "            \"value\": \"DefaultVisualizableVisualProperty(id=NODE_CUSTOMPAINT_1, name=Node Custom Paint 1)\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMPAINT_2\",\n",
      "            \"value\": \"DefaultVisualizableVisualProperty(id=NODE_CUSTOMPAINT_2, name=Node Custom Paint 2)\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMPAINT_3\",\n",
      "            \"value\": \"DefaultVisualizableVisualProperty(id=NODE_CUSTOMPAINT_3, name=Node Custom Paint 3)\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMPAINT_4\",\n",
      "            \"value\": \"DefaultVisualizableVisualProperty(id=NODE_CUSTOMPAINT_4, name=Node Custom Paint 4)\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMPAINT_5\",\n",
      "            \"value\": \"DefaultVisualizableVisualProperty(id=NODE_CUSTOMPAINT_5, name=Node Custom Paint 5)\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMPAINT_6\",\n",
      "            \"value\": \"DefaultVisualizableVisualProperty(id=NODE_CUSTOMPAINT_6, name=Node Custom Paint 6)\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMPAINT_7\",\n",
      "            \"value\": \"DefaultVisualizableVisualProperty(id=NODE_CUSTOMPAINT_7, name=Node Custom Paint 7)\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMPAINT_8\",\n",
      "            \"value\": \"DefaultVisualizableVisualProperty(id=NODE_CUSTOMPAINT_8, name=Node Custom Paint 8)\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_CUSTOMPAINT_9\",\n",
      "            \"value\": \"DefaultVisualizableVisualProperty(id=NODE_CUSTOMPAINT_9, name=Node Custom Paint 9)\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_DEPTH\",\n",
      "            \"value\": 0.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_FILL_COLOR\",\n",
      "            \"value\": \"#89D0F5\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_HEIGHT\",\n",
      "            \"value\": 35.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_LABEL\",\n",
      "            \"value\": \"\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_LABEL_COLOR\",\n",
      "            \"value\": \"#000000\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_LABEL_FONT_FACE\",\n",
      "            \"value\": \"SansSerif.plain,plain,12\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_LABEL_FONT_SIZE\",\n",
      "            \"value\": 12\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_LABEL_POSITION\",\n",
      "            \"value\": \"C,C,c,0.00,0.00\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_LABEL_TRANSPARENCY\",\n",
      "            \"value\": 255\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_LABEL_WIDTH\",\n",
      "            \"value\": 200.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_NESTED_NETWORK_IMAGE_VISIBLE\",\n",
      "            \"value\": true\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_PAINT\",\n",
      "            \"value\": \"#1E90FF\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_SELECTED\",\n",
      "            \"value\": false\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_SELECTED_PAINT\",\n",
      "            \"value\": \"#FFFF00\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_SHAPE\",\n",
      "            \"value\": \"ROUND_RECTANGLE\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_SIZE\",\n",
      "            \"value\": 35.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_TOOLTIP\",\n",
      "            \"value\": \"\"\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_TRANSPARENCY\",\n",
      "            \"value\": 255\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_VISIBLE\",\n",
      "            \"value\": true\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_WIDTH\",\n",
      "            \"value\": 75.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_X_LOCATION\",\n",
      "            \"value\": 0.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_Y_LOCATION\",\n",
      "            \"value\": 0.0\n",
      "        },\n",
      "        {\n",
      "            \"visualProperty\": \"NODE_Z_LOCATION\",\n",
      "            \"value\": 0.0\n",
      "        }\n",
      "    ],\n",
      "    \"mappings\": [\n",
      "        {\n",
      "            \"mappingType\": \"passthrough\",\n",
      "            \"mappingColumn\": \"name\",\n",
      "            \"mappingColumnType\": \"String\",\n",
      "            \"visualProperty\": \"NODE_LABEL\"\n",
      "        }\n",
      "    ]\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "res = requests.get(server + '/styles',\n",
    "                     headers={'Content-Type': 'application/json'})\n",
    "res.content\n",
    "res = requests.get(server + '/styles/default',\n",
    "                     headers={'Content-Type': 'application/json'})\n",
    "print(json.dumps(json.loads(res.content), indent=4))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "ustyle = {\n",
    "    'title': 'Color style',\n",
    "    'mappings': [\n",
    "        {'mappingType': 'discrete',\n",
    "         'map': [\n",
    "                {'key': 'human', 'value': '#00FF00'},\n",
    "                {'key': 'rat', 'value': '#FF00FF'},\n",
    "                {'key': 'mouse', 'value': '#00FFFF'}],\n",
    "         'visualProperty': 'NODE_FILL_COLOR',\n",
    "         'mappingColumnType': 'String',\n",
    "         'mappingColumn': 'species'},\n",
    "        {\n",
    "            'mappingType': 'passthrough', \n",
    "            'visualProperty': 'NODE_LABEL', \n",
    "            'mappingColumnType': 'String', \n",
    "            'mappingColumn': 'gene'}, \n",
    "        {\n",
    "            'mappingType': 'passthrough', \n",
    "            'visualProperty': 'EDGE_TOOLTIP', \n",
    "            'mappingColumnType': 'String', \n",
    "            'mappingColumn': 'interaction'\n",
    "        }],\n",
    "    'defaults': [ {\"visualProperty\": \"NODE_FILL_COLOR\", \n",
    "            \"value\": \"#FFFFFF\"}]}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "res = requests.post(server + \"/styles\", data=json.dumps(ustyle),\n",
    "                   headers={'Content-Type': 'application/json'})\n",
    "\n",
    "requests.get('%s/apply/layouts/force-directed/%d' % (server, net_id))\n",
    "res = requests.get('%s/apply/styles/Color style/%d' % (server, net_id),\n",
    "                     headers={'Content-Type': 'application/json'})\n",
    "Image('%s/networks/%s/views/first.png' % (server, net_id))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
